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Browse files- README.md +15 -0
- data/chunk-000/episode_000000.parquet +3 -0
- meta/episodes.jsonl +1 -0
- meta/episodes_stats.jsonl +1 -0
- meta/info.json +153 -0
- meta/tasks.jsonl +1 -0
- videos/chunk-000/observation.images.main/episode_000000.mp4 +3 -0
- videos/chunk-000/observation.images.secondary_0/episode_000000.mp4 +3 -0
- videos/chunk-000/observation.images.secondary_1/episode_000000.mp4 +3 -0
README.md
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---
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tags:
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- phosphobot
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- so100
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- phospho-dk
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task_categories:
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- robotics
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---
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# example_dataset
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**This dataset was generated using a [phospho starter pack](https://robots.phospho.ai).**
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This dataset contains a series of episodes recorded with a robot and multiple cameras. It can be directly used to train a policy using imitation learning. It's compatible with LeRobot and RLDS.
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data/chunk-000/episode_000000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:265b3cba39434f5bf5697840d95453e10b3d6da9de504d9d365bb27528079c25
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size 6500
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meta/episodes.jsonl
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{"episode_index":0,"tasks":["None"],"length":81}
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meta/episodes_stats.jsonl
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{"episode_index": 0, "stats": {"observation.state": {"max": [0.009206132318211848, 0.15957296018233869, 0.007671776931843207, 0.029152752341004187, -0.0030687107727372827, 1.6279510649371285, -0.007671776931843207, 0.03989324004558467, 0.015343553863686413, 0.018412264636423696, -0.0030687107727372827, 1.6693786603690817], "min": [0.009206132318211848, 0.15957296018233869, 0.007671776931843207, 0.029152752341004187, -0.004603066159105924, 1.6279510649371285, -0.007671776931843207, 0.03989324004558467, 0.015343553863686413, 0.018412264636423696, -0.0030687107727372827, 1.6693786603690817], "mean": [0.00920613231821185, 0.15957296018233846, 0.007671776931843212, 0.029152752341004184, -0.003125538750010199, 1.6279510649371254, -0.007671776931843212, 0.039893240045584616, 0.015343553863686424, 0.0184122646364237, -0.0030687107727372866, 1.6693786603690801], "std": [2.0163725218373318e-10, 1.037076928248633e-08, 0.0, 0.0, 0.0002897669650325668, 7.884953353001448e-08, 0.0, 2.5926923206215825e-09, 0.0, 4.0327450436746636e-10, 0.0, 2.1073424255447017e-08], "count": [81]}, "action": {"max": [0.009206132318211848, 0.15957296018233869, 0.007671776931843207, 0.029152752341004187, -0.0030687107727372827, 1.6279510649371285, -0.007671776931843207, 0.03989324004558467, 0.015343553863686413, 0.018412264636423696, -0.0030687107727372827, 1.6693786603690817], "min": [0.009206132318211848, 0.15957296018233869, 0.007671776931843207, 0.029152752341004187, -0.004603066159105924, 1.6279510649371285, -0.007671776931843207, 0.03989324004558467, 0.015343553863686413, 0.018412264636423696, -0.0030687107727372827, 1.6693786603690817], "mean": [0.00920613231821185, 0.15957296018233846, 0.007671776931843212, 0.029152752341004184, -0.003125538750010199, 1.6279510649371254, -0.007671776931843212, 0.039893240045584616, 0.015343553863686424, 0.0184122646364237, -0.0030687107727372866, 1.6693786603690801], "std": [2.0163725218373318e-10, 1.037076928248633e-08, 0.0, 0.0, 0.0002897669650325668, 7.884953353001448e-08, 0.0, 2.5926923206215825e-09, 0.0, 4.0327450436746636e-10, 0.0, 2.1073424255447017e-08], "count": [81]}, "timestamp": {"max": [13.239039141917601], "min": [0.0015061870217323303], "mean": [6.701907278452483], "std": [3.893179066127614], "count": [81]}, "frame_index": {"max": [80], "min": [0], "mean": [40.0], "std": [23.38090388900024], "count": [81]}, "episode_index": {"max": [0], "min": [0], "mean": [0.0], "std": [0.0], "count": [81]}, "index": {"max": [80], "min": [0], "mean": [40.0], "std": [23.38090388900024], "count": [81]}, "task_index": {"max": [0], "min": [0], "mean": [0.0], "std": [0.0], "count": [81]}, "observation.images.main": {"max": [[[0.9843137264251709]], [[1.0]], [[1.0]]], "min": [[[0.0]], [[0.0]], [[0.0]]], "mean": [[[0.500758142039609]], [[0.5004009130658437]], [[0.49023055716306585]]], "std": [[[0.2573295176376052]], [[0.2685335344987676]], [[0.28252419820254193]]], "count": [6220800]}, "observation.images.secondary_0": {"max": [[[0.9490196108818054]], [[0.9921568632125854]], [[1.0]]], "min": [[[0.0]], [[0.0]], [[0.0]]], "mean": [[[0.4533873858667695]], [[0.4460798852237654]], [[0.41867312082047325]]], "std": [[[0.24590344462075311]], [[0.2492397465180461]], [[0.25922912025364026]]], "count": [6220800]}, "observation.images.secondary_1": {"max": [[[1.0]], [[1.0]], [[1.0]]], "min": [[[0.0]], [[0.0]], [[0.0]]], "mean": [[[0.00018233707412280173]], [[0.0002678024229198817]], [[0.5371312371399177]]], "std": [[[0.01119298985142175]], [[0.01431180970678904]], [[0.03427625421027709]]], "count": [6220800]}}}
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meta/info.json
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{
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"robot_type": "so-100, so-100",
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"codebase_version": "v2.1",
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"total_episodes": 1,
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"total_frames": 81,
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"total_tasks": 1,
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"total_videos": 3,
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"total_chunks": 1,
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"chunks_size": 1000,
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"fps": 30,
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"splits": {
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"train": "0:1"
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},
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"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
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"video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
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"features": {
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"action": {
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"dtype": "float32",
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"shape": [
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12
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],
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"names": [
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"motor_1",
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"motor_2",
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"motor_3",
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"motor_4",
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"motor_5",
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"motor_6",
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"motor_1_secondary",
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"motor_2_secondary",
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"motor_3_secondary",
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"motor_4_secondary",
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"motor_5_secondary",
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"motor_6_secondary"
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]
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},
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"observation.state": {
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"dtype": "float32",
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"shape": [
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],
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"names": [
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"motor_1",
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"motor_2",
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"motor_3",
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"motor_4",
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"motor_5",
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"motor_6",
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"motor_1_secondary",
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"motor_2_secondary",
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"motor_3_secondary",
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"motor_4_secondary",
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"motor_5_secondary",
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"motor_6_secondary"
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]
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},
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"timestamp": {
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"dtype": "float32",
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"episode_index": {
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"dtype": "int64",
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"frame_index": {
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"names": null
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"observation.images.main": {
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"dtype": "video",
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"shape": [
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"names": [
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"width",
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"channel"
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"info": {
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"video.fps": 30,
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"video.codec": "avc1",
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"video.pix_fmt": "yuv420p",
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"video.is_depth_map": false,
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"has_audio": false
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}
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},
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"observation.images.secondary_0": {
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},
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}
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}
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}
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}
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meta/tasks.jsonl
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{"task_index":0,"task":"None"}
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videos/chunk-000/observation.images.main/episode_000000.mp4
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version https://git-lfs.github.com/spec/v1
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oid sha256:a4be565b419186ee2eb84e3788a5f07b77624044fe642070e6c8271f5e47dec9
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size 27609
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videos/chunk-000/observation.images.secondary_0/episode_000000.mp4
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version https://git-lfs.github.com/spec/v1
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oid sha256:4285e72f5d70ceabfc3e1364e38c97897a9cbd0e7d2b504d2908f77898a9db7a
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size 42074
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videos/chunk-000/observation.images.secondary_1/episode_000000.mp4
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version https://git-lfs.github.com/spec/v1
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oid sha256:b713fd69ed5d172f80ddc0021ec28951f015c2612923ea7703199783678c6498
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size 34964
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